humanity.ai-A1 Teaches Itself in New Gesture Demo Members Public

Watch humanity.ai-A1 learn gesture recognition from scratch. In one live session it spawns a new expert, grabs a Kaggle dataset, trains on a 24 GB Mac Mini, and deploys the skill, showing the power of self-learning modular AI.

Christopher Ford
Demos

Why Modularity is the Missing Key to AGI Members Public

humanity.ai’s iCon architecture is reimagining AGI as a modular, open system—where intelligence evolves one expert at a time. It’s efficient, verifiable, and runs on everyday devices.

Alexey Lee
Research

How humanity.ai Redefines Modular AI: A Comparative Deep Dive Members Public

Most modular AI platforms chain tools. humanity.ai goes further with self-learning, hallucination-proof reasoning, dynamic memory, and hot-swappable modules. Here’s how it compares to HuggingGPT, LangChain, and more.

Alexey Lee
Benchmarks

Breaking New Ground: humanity.ai Sets New Benchmark Records with iCon Architecture Members Public

humanity.ai's modular AI beats leading models on key benchmarks, delivering superior reasoning with 300B parameters, all running on MacBooks, not datacenters. Hardware-efficient, private, and fully scalable.

Alexey Lee
Benchmarks

Watch humanity.ai-A1 Run Fully Offline: Modular AI on a Mac Mini Members Public

Watch humanity.ai-A1 run three AI models concurrently—offline—on a 24GB Mac Mini. This demo showcases modular AGI, real-time learning, and verifiable orchestration with just 16B params. The future of local, plug-and-play AI is here.

Christopher Ford
Demos

ARC-AGI-2: Challenge Accepted Members Public

humanity.ai is gearing up for ARC-AGI-2, one of the world’s leading AGI benchmarks. Our team is tuning our modular system to take on the challenge—and prove what a self-evolving architecture can really do.

Alexey Lee
Benchmarks

Coming Soon: A New Path to AGI Members Public

Chariot Lab began with breakthroughs in parallel computing. Now, after years of R&D and a pivotal AI patent, we’re emerging from stealth to share what we’ve been building—and what’s coming next.

Alexey Lee
News